Why an Android App Is Classified as Malware: Toward Malware Classification Interpretation.
Bozhi WuSen ChenCuiyun GaoLingling FanYang LiuWeiping WenMichael R. LyuPublished in: ACM Trans. Softw. Eng. Methodol. (2021)
Keyphrases
- malware detection
- pattern recognition
- classification accuracy
- mobile applications
- classification scheme
- feature space
- automatic classification
- supervised learning
- machine learning
- feature vectors
- feature extraction
- decision trees
- malicious code
- control flow
- pre classified
- classification models
- detect malicious
- social networking
- model selection
- text classification
- image classification
- support vector machine
- preprocessing
- classification method
- pattern classification
- support vector machine svm
- anomaly detection
- classification systems
- active learning
- mobile platforms
- mobile apps
- training set
- data sets